samsam6414 / Deep_Learning_Two-StepsLinks
Two-Step Enhanced Deep Learning Approach for Electromagnetic Inverse Scattering Problems
☆17Updated 3 years ago
Alternatives and similar repositories for Deep_Learning_Two-Steps
Users that are interested in Deep_Learning_Two-Steps are comparing it to the libraries listed below
Sorting:
- Using U-Net model to solve Inverse Scattering Problems☆11Updated 4 years ago
- This Matlab code is used to solve inverse scattering problem with convolutional neural network by BPS.☆57Updated 3 years ago
- All code related to research about inverse electromagnetic scattering problems☆24Updated 4 years ago
- Deep-Learning Schemes for Full-Wave Nonlinear Inverse Scattering Problems☆14Updated 3 years ago
- ☆44Updated 2 years ago
- Single-file implementations of 2D and 3D acoustic and elastic wave propagation in time domain using finite-differences(FDTD). Simple form…☆122Updated 6 years ago
- This repository gives the codes for "Fast ground penetrating radar dual parameters full waveform inversion method accelerated by hybrid c…☆16Updated 5 months ago
- This repository shows the implementation of the Trained Born Iterative Method (TBIM) applied for electromagnetic imaging.☆12Updated 3 years ago
- After reading the paper Physics-informed neural networks(https://www.sciencedirect.com/science/article/pii/S0021999118307125), I tried to…☆11Updated 3 years ago
- Physics-Informed Neural Networks designed to solve the Two-Dimensional Wave Equation in both TensorFlow and PyTorch. Code is designed to …☆17Updated 3 years ago
- Code for reconstructing the object domain contrast function using Born Approximation in inverse scattering problem☆13Updated 5 years ago
- A 2D Helmholtz solver based on the algorithms in "Inverse Acoustic and Electromagnetic Scattering Theory" by Colton and Kress.☆27Updated 10 years ago
- ☆21Updated last year
- Time-Reversal Algorithm with Finite-Difference Time-Domain Method☆40Updated 3 years ago
- ☆20Updated 8 months ago
- Radar and DC resistivity 2.5D multi-physics inversion suite. Forward modeling, separate inversions, joint inversions.☆54Updated 3 years ago
- The official code repository for our TGRS paper "DiffusionEMIS: Diffusion Model for 3D Electromagnetic Inverse Scattering".☆14Updated last year
- Codes for numerically solving wave equations and full waveform inversion.☆38Updated 10 years ago
- This repo contains a PyTorch implementation with DeepWave for the manuscript FWIGAN: Full-waveform inversion via a physics-informed gener…☆56Updated 2 years ago
- An Open-Source Python Library for the development of algorithms for 2D Electromagnetic Inverse Scattering Problems.☆37Updated 5 months ago
- PGNN-FWI: performing physics-guided neural network for FWI☆75Updated last year
- this is a case of seismic wave forward and inversion using PINN(physical-informed neural network)☆17Updated 3 years ago
- PINN for solving wave equation☆23Updated 3 years ago
- Frequency domain electromagnetic 1D forward and sensitivity modeling☆12Updated 7 months ago
- GPRlab☆53Updated 4 months ago
- We develop a weighted envelope-correlation-based waveform inversion using automatic differentiation.☆13Updated 2 years ago
- Learn 1D to 2D FDTD from online courses☆14Updated 5 years ago
- Matlab Inversion Collection, including iterative methods and global optimization methods.☆16Updated 5 years ago
- the homework of Method of Moments in MATLAB or other language☆20Updated 8 years ago
- Python codes for one-dimensional deep learning inversion of geophysical data☆20Updated 5 years ago